Tool Gate · How it works

How the Cart-Recovery Sequence Effectiveness gate works

How the Cart-Recovery Sequence Effectiveness Gate grades a flow: seven weighted levers into a 0–100 score, and a single-message gate where a one-email flow is capped at DORMANT no matter how high it scores — which is how a 78 still fails.

How the gate works

This tool grades an abandoned-cart recovery flow. Each control is marked from your own evidence and weighted into a 0–100 score — and then the score is run past a gate that can only make the verdict worse.

The 7 weighted controls

SignalWeight
Sequence depth22
Timing & cadence20
Dynamic cart contents16
Discount discipline12
Mobile rendering12
Deliverability & inbox10
Purchase & opt-out suppression8
Total100

The verdict bands

OPTIMIZED
score 75 and up
UNDERPERFORMING
score 50 to 74
DORMANT
score below 50
Single-message · worsen-only

A one-message cart-recovery flow is capped at DORMANT no matter how high it scores — the depth gap is too big for message-craft to close, regardless of the score.

In the worked sample it scores 78 out of 100 and still reads DORMANTThe flow scores 78 — every lever dialed in, an OPTIMIZED number. But it's a single-message flow: sequence depth is zero. One email leaves the bulk of recoverable revenue on the table, so the gate caps it at DORMANT. Message-craft can't close a depth gap that big. The one thing to fix first: Sequence depth — add messages: a 3-touch flow (warm reminder, value/proof, final nudge) recovers materially more than one..

Common questions

Can something score well on the How the Cart-Recovery Sequence Effectiveness gate works and still fail?

Yes. The weighted score is run past a worsen-only gate — the Single-message — that can only make the verdict worse. In the worked sample it scores 78 out of 100 and still reads DORMANT, because the flow scores 78 — every lever dialed in, an OPTIMIZED number. But it's a single-message flow: sequence depth is zero. One email leaves the bulk of recoverable revenue on the table, so the gate caps it at DORMANT. Message-craft can't close a depth gap that big.

What is a worsen-only gate?

A dispositive rule that can only lower a verdict, never raise it. One fatal flaw overrides an otherwise-good score, because a single disqualifying gap shouldn't hide behind a high average. The tool also names the one thing to fix first — here, "Sequence depth — add messages: a 3-touch flow (warm reminder, value/proof, final nudge) recovers materially more than one.".

Score and verdict come from your marks; the upside uses your own numbers. Grades the flow, not people.

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<iframe src="https://redhub.ai/visuals/tool/cart-recovery-sequence-effectiveness-gate.html" title="How the Cart-Recovery Sequence Effectiveness gate works — RedHub AI" width="760" height="1715" loading="lazy" style="border:0;width:100%;max-width:760px"></iframe>
<p style="font:14px/1.5 system-ui,sans-serif"><a href="https://redhub.ai/visuals/tool/cart-recovery-sequence-effectiveness-gate">How the Cart-Recovery Sequence Effectiveness gate works</a> — by <a href="https://redhub.ai">RedHub AI</a>, the AI that tells you when to doubt it.</p>

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<a href="https://redhub.ai/visuals/tool/cart-recovery-sequence-effectiveness-gate"><img src="https://redhub.ai/visuals/tool/cart-recovery-sequence-effectiveness-gate-share.png" alt="Diagram of the Cart-Recovery Sequence Effectiveness Gate: seven weighted levers, a single-message gate, and a flow scoring 78 that still reads DORMANT." width="760" loading="lazy" style="max-width:100%;height:auto;border-radius:16px"></a>
<p style="font:14px/1.5 system-ui,sans-serif"><a href="https://redhub.ai">RedHub AI</a> — the AI that tells you when to doubt it.</p>

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This is how Cart-Recovery Sequence Effectiveness Gate works. More diagrams in the Visual Field Guide.